Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "109"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 109 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 93 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 89 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 109, Node 10:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	0.00%	0.00%	0.00%	1.08%	0.00%	0.262947	-0.474689	1.648959	1.658651	0.242405	-0.397497	0.750266	0.740870	0.7624	0.7826	0.2518	3.068649	3.122741
2459593	digital_ok	0.00%	0.00%	0.00%	0.00%	2.15%	0.00%	0.851157	-0.518712	-0.279744	-1.049961	-0.757432	-0.784679	-0.085813	0.245713	0.6954	0.6941	0.2409	2.066271	2.475515
2459592	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.162891	-0.626413	-0.562162	-0.681439	-0.000142	-0.150968	1.495718	-0.118369	0.0320	0.0478	0.0012	nan	nan
2459591	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	1.485644	-0.560933	-0.367017	-0.177420	-0.891685	-0.329838	0.168701	-0.550369	0.6257	0.6386	0.3505	1.466388	1.509620
2459590	digital_ok	0.00%	0.00%	0.00%	0.00%	1.62%	0.00%	2.118626	-0.335785	-0.560565	-0.677162	-0.326810	-0.675386	-0.500446	-0.525850	0.6350	0.6456	0.3419	1.992909	1.953947
2459589	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	0.00%	0.828818	-0.964452	1.830304	2.050438	-0.298865	0.898927	0.187593	0.593740	0.6800	0.6807	0.2744	1.799689	1.945321
2459588	digital_ok	0.00%	0.00%	0.00%	0.00%	2.69%	0.00%	0.065745	-0.351424	-0.471058	-0.577883	-0.661937	-0.597757	-0.347947	-0.717998	0.7360	0.7218	0.2222	2.328881	2.377656
2459587	digital_ok	0.00%	-	-	-	2.80%	0.00%	1.077662	-0.662957	0.434627	-0.323334	-0.901751	-0.725508	0.693161	0.946230	nan	nan	nan	0.843322	0.863701
2459586	digital_ok	0.00%	0.00%	0.00%	0.00%	3.24%	0.00%	-0.434391	-0.632633	0.126090	-0.101008	-0.153913	-0.502380	0.108174	0.067354	0.6348	0.6510	0.3326	1.513651	1.474770
2459585	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.089684	0.250136	-0.380345	0.657073	0.958707	1.493672	0.318204	0.136895	0.0331	0.0628	0.0014	0.000000	0.000000
2459584	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.60%	2.232505	-0.593150	-0.586861	-0.993119	0.255398	-0.068328	0.615897	-0.106017	0.5803	0.5944	0.3413	1.299182	1.282866
2459583	digital_ok	0.00%	0.00%	0.00%	0.00%	3.23%	0.00%	1.013165	-0.925641	-0.782047	-0.955102	-0.148887	-0.798346	0.965581	-0.171289	0.6387	0.6530	0.3589	1.648338	1.720260
2459582	digital_ok	0.00%	0.00%	0.00%	0.00%	2.70%	0.00%	0.257087	-1.000207	-0.723104	-0.799250	-0.674677	-1.012047	-0.456542	-0.694766	0.6446	0.6548	0.3630	1.614349	1.642422
2459581	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459580	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	0.00%	0.850810	-0.855362	-0.809393	-0.728886	-0.065163	-0.805657	2.859993	0.263103	0.6473	0.6589	0.3606	1.652985	1.574739
2459579	digital_ok	0.00%	0.00%	0.00%	0.00%	3.76%	0.00%	0.366094	-1.043162	-0.665887	-0.790211	-0.695761	-0.827168	-0.259119	-0.467452	0.6457	0.6564	0.3663	1.723842	1.752472
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.469230	0.175743	-0.655819	-0.096706	-0.389673	0.452714	-0.326514	-0.649544	0.0340	0.0605	0.0016	nan	nan
2459577	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459576	digital_ok	0.00%	0.00%	0.00%	0.00%	4.84%	0.00%	0.511802	-0.672670	-0.233243	-0.648698	-0.946433	0.026475	-0.353688	3.284755	0.6703	0.6797	0.3637	1.545241	1.604236
2459575	digital_ok	0.00%	0.00%	0.00%	0.00%	4.30%	0.54%	0.586338	-0.866370	-0.655628	-0.673545	-1.060442	-1.003828	-0.720809	-0.711857	0.7404	0.7450	0.3089	1.656828	1.754271
2459574	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	1.072382	-0.981403	-0.523677	-0.836670	-0.045963	-0.379878	0.214315	-0.410744	0.6699	0.6817	0.3589	1.532239	1.554180
2459573	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	1.470098	-1.038335	-0.760532	-0.854122	-1.087272	-1.078036	-0.821787	-0.289137	0.6583	0.6729	0.3657	1.460570	1.529572
2459572	digital_ok	0.00%	0.00%	0.00%	0.00%	3.78%	0.00%	0.908096	-1.054648	-0.506435	-0.812701	-0.857632	-0.814197	-0.415258	-0.347440	0.6596	0.6705	0.3664	1.535758	1.608207
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.255349	0.184062	-0.780869	-0.201344	-1.149055	-0.725712	-0.418051	-1.372678	0.0282	0.0426	0.0012	nan	nan
2459570	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459569	digital_ok	0.00%	0.00%	0.00%	0.00%	4.32%	0.00%	1.200627	-1.014276	-0.426062	-0.943004	-0.804883	-0.997052	-0.576245	-1.021488	0.7501	0.7561	0.2252	2.280961	2.096604
2459566	digital_ok	0.00%	0.00%	0.00%	0.00%	4.32%	0.00%	1.822608	-0.884003	-0.527244	-0.804817	-1.157155	-0.775041	0.616293	-0.274756	0.6564	0.6655	0.3741	1.631460	1.623504
2459565	digital_ok	0.00%	-	-	-	93.33%	0.00%	1.518751	1.518751	1.412081	1.412081	0.654293	0.654293	0.137774	0.137774	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	0.00%	0.00%	0.00%	0.00%	5.20%	0.00%	2.980235	-0.338179	-0.114047	-0.883994	-0.403847	-0.122299	1.625001	0.557315	0.6620	0.6665	0.3745	1.545395	1.543822
2459563	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.00%	1.524318	-0.799377	-0.442144	-0.861557	-0.559199	-0.564336	-0.346460	0.895701	0.6622	0.6701	0.3666	1.710079	1.733124
2459562	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	1.394651	-0.312607	0.001409	-0.232451	-0.047779	0.485123	0.001094	0.141864	0.6661	0.6751	0.3661	1.645955	1.650266
2459561	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	0.822241	-0.957263	-0.991823	-1.188620	-0.717641	-0.292548	-0.166461	-0.674407	0.6709	0.6850	0.3635	1.634362	1.673383
2459560	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	1.646948	-0.338039	0.017159	-0.263937	-0.127913	0.566844	1.217533	-0.072553	0.6634	0.6722	0.3744	1.590861	1.581885
2459559	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.54%	1.387697	-0.574886	-0.017327	-0.502767	-0.247048	0.685628	0.965036	0.434265	0.6668	0.6760	0.3610	1.581281	1.598145
2459558	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.00%	1.769692	-1.039987	-0.666115	-0.803026	-1.056142	-0.349276	1.158047	-0.198360	0.6700	0.6782	0.3689	1.458937	1.458922
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0353	0.0809	0.0014	nan	nan
2459556	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	1.975945	-0.706526	-0.703933	-0.722662	-0.889048	-0.590280	-0.535422	0.012956	0.6653	0.6728	0.3677	1.580438	1.645808
2459554	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6704	0.6778	0.3757	nan	nan
2459553	digital_ok	-	0.00%	0.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.6704	0.6777	0.3742	nan	nan
2459552	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	1.321322	-1.079169	-0.739443	-0.622787	-0.601872	-1.261918	0.966063	-0.334106	0.6769	0.6832	0.3733	0.460097	0.467085
2459551	digital_ok	0.00%	0.00%	0.00%	0.00%	5.38%	0.54%	1.935140	-0.544048	-0.093770	-0.461560	-0.273247	0.211840	-0.027496	-0.143486	0.6619	0.6727	0.3730	1.577127	1.529315
2459550	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0449	0.0638	0.0007	nan	nan
2459549	digital_ok	0.00%	0.00%	0.00%	0.00%	4.86%	0.00%	2.183796	-1.161276	-0.643163	-0.969132	-0.978909	0.600122	-0.511088	-0.402454	0.6674	0.6812	0.3790	1.519924	1.504928
2459542	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.505541	-1.122972	-0.089773	-0.972723	-0.448950	-0.580651	0.502760	0.214732	0.7318	0.7383	0.3327	4.766452	4.172095
2459541	digital_ok	0.00%	1.79%	1.79%	0.00%	21.88%	0.00%	1.603587	-0.801240	-0.949607	-1.099732	0.656987	-1.160603	-0.086245	-0.930471	0.7233	0.7250	0.3089	1.568134	1.562036
2459540	digital_ok	0.00%	0.00%	0.00%	0.00%	21.88%	0.00%	1.479945	0.000069	-0.348190	-0.322963	-0.242606	-1.553267	0.950073	0.611602	0.7318	0.7271	0.3232	1.513907	1.518521
2459536	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	6.174220	0.340672	-0.235194	-0.042679	-0.430739	-0.291883	6.382894	3.865097	0.0894	0.0817	0.0128	0.000000	0.000000
2459535	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.704016	-0.485046	-0.940207	-1.049940	-0.803789	-1.690500	0.871223	1.329224	0.0898	0.0808	0.0125	1.359002	1.374995
2459534	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.449573	-0.264811	-0.205191	-0.281379	0.599366	-0.419204	1.576021	1.488923	0.1040	0.0813	0.0148	11.036063	5.968875
2459533	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.122409	-0.101365	-0.790184	-0.733251	-0.855028	-0.367077	-0.011224	-0.238153	0.0964	0.0785	0.0154	32.484078	23.532344
2459532	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.353881	-0.141403	-0.716071	-0.869731	-0.558519	-0.176926	0.440871	2.443367	0.0949	0.0789	0.0146	34.106339	24.842275
2459530	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	1.150265	0.055310	-0.113753	-0.316390	-0.134967	0.065909	1.164089	3.659530	0.1018	0.0830	0.0189	0.000000	0.000000
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	0.00%	0.00%	0.00%	0.00%	100.00%	0.00%	2.399272	-1.076656	-0.746420	-0.931443	0.093367	0.577863	1.082346	-0.440887	0.9121	0.9404	0.2843	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	4.590724	-0.954662	-0.514520	-0.680489	0.573985	-0.003501	3.448789	0.399467	nan	nan	nan	0.000000	0.000000
2459522	digital_ok	0.00%	0.00%	0.00%	0.00%	54.55%	45.45%	3.118416	-0.261832	-0.673261	-0.625047	0.134092	1.018032	3.115038	0.348641	0.6722	0.7238	0.3437	0.000000	0.000000
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.123151	0.184346	-0.607608	-0.652393	-0.969257	0.978839	-0.564633	-0.919294	0.0315	0.0691	0.0035	nan	nan
2459508	digital_ok	0.00%	0.00%	0.00%	0.00%	81.58%	0.00%	-0.319006	-1.020923	-0.989454	-0.876955	-0.037402	0.292724	-0.294568	-0.576381	0.9182	0.9583	0.1766	0.000000	0.000000
2459505	digital_ok	0.00%	0.00%	0.00%	0.00%	0.00%	0.00%	3.401005	-0.986524	-0.595419	-0.928995	-0.576382	0.268549	3.557375	-0.045669	0.8958	0.8755	0.1757	5.900746	6.641265
2459503	digital_ok	0.00%	0.00%	0.00%	0.00%	89.47%	0.00%	0.220346	-1.081349	-0.769465	-0.501770	-0.626040	-0.720569	3.701085	3.403040	0.8806	0.8734	0.4493	0.000000	0.000000
2459501	digital_ok	0.00%	0.00%	0.00%	0.00%	76.74%	0.00%	-0.030097	-0.860561	-0.208792	-0.362021	-0.692012	-0.216717	1.129481	1.854953	0.8919	0.9207	0.3646	0.000000	0.000000
2459500	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.445409	-1.046419	-0.428274	-1.178065	-0.597976	-0.441830	1.783716	1.881582	0.9033	0.9181	0.3602	0.000000	0.000000
2459499	digital_ok	0.00%	0.00%	0.00%	0.00%	97.37%	0.00%	-0.169378	-1.098954	-0.739655	-1.179407	-0.494408	-0.691210	0.258492	1.447789	0.9078	0.9471	0.1779	0.000000	0.000000
2459498	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.408646	-0.886061	-0.580205	-0.659572	-0.427345	-0.645441	3.297958	0.887645	0.9084	0.9213	0.3880	0.000000	0.000000
2459497	digital_ok	0.00%	0.00%	0.00%	0.00%	97.37%	0.00%	-0.478301	-1.173234	-0.404077	-0.512796	-0.651082	-0.274043	2.566490	0.351151	0.9075	0.9358	0.3476	0.000000	0.000000
2459496	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.510995	-1.524554	-0.673381	-0.675600	-0.921245	-0.687887	-0.742968	-0.576698	0.9212	0.9233	0.3858	0.000000	0.000000
2459495	digital_ok	0.00%	0.00%	0.00%	0.00%	94.74%	0.00%	-0.457169	-1.073581	-0.783574	-0.537465	-0.668614	-0.906734	-0.786476	-0.417079	0.9183	0.9199	0.4150	0.000000	0.000000
2459494	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	-1.018435	-1.167853	-0.850018	-1.008997	-0.125677	-0.458074	6.232811	1.780544	0.9116	0.9133	0.4177	0.000000	0.000000
2459492	digital_ok	0.00%	0.00%	0.00%	0.00%	50.00%	0.00%	3.189678	-1.457799	-1.322703	-0.203378	-1.114903	0.896343	0.271081	-0.584698	0.7760	0.8232	0.3153	0.144390	0.165046
2459491	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.384868	-0.910708	-1.207453	-0.420406	-0.669064	0.101114	1.055522	0.117635	0.8097	0.8352	0.2573	4.680364	3.911333
2459490	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	2.799618	-1.644256	-1.691834	-0.172498	-0.463665	0.496656	3.401068	0.264870	0.7638	0.8176	0.3662	1.807108	1.616697
2459489	digital_ok	0.00%	0.00%	0.00%	0.00%	47.37%	0.00%	3.276596	-1.114739	-1.428620	-0.479601	-0.682402	0.581673	-0.192250	0.023468	0.7786	0.8225	0.3163	1.655995	1.565627
2459488	digital_ok	0.00%	0.00%	0.00%	0.00%	85.71%	14.29%	2.203824	-1.089780	-1.095232	-0.406591	-1.114254	0.682849	2.949513	0.810425	0.7798	0.8249	0.3452	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 109: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.954252	2.954252	-0.718420	-0.178076	-0.916243	-0.613028	-0.516107	-0.717791	-0.024055

---

Antenna 109: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.020198	-0.493917	3.020198	-0.992625	0.376161	-0.504484	-0.660506	-0.411277	-0.568741

---

Antenna 109: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.650185	3.650185	-0.379524	-0.073731	-0.821510	-0.511874	-0.446429	-0.846052	-0.107400

---

Antenna 109: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.985169	2.985169	-0.477157	-0.439007	-1.067855	-0.783071	-0.489311	-1.157826	0.086676

---

Antenna 109: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 109: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.780071	2.780071	-0.725343	0.086673	-1.097550	-0.096207	1.948840	0.320525	0.545010

---

Antenna 109: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.793566	2.793566	-0.978978	1.647961	1.056292	0.031518	0.056149	-0.548758	-0.683175

---

Antenna 109: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.672653	3.672653	-0.913064	-0.124840	-0.950950	-0.510962	-0.938334	-0.659044	-0.830024

---

Antenna 109: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.434197	-0.781926	1.434197	-1.025125	0.069985	-0.534512	-0.333271	-0.270601	-0.500451

---

Antenna 109: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.471878	-0.689786	2.471878	-0.865797	0.041675	-0.251493	-0.807639	0.401926	-0.329321

---

Antenna 109: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.882320	0.045703	2.882320	-0.892323	0.013615	-0.754945	-0.255859	0.774556	0.840001

---

Antenna 109: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	1.692621	0.498897	-0.201356	-0.236081	-1.072435	1.636526	-0.293324	1.692621	-0.046177

---

Antenna 109: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.591092	0.591092	-0.730277	-0.529085	-0.972648	-1.198021	-0.270229	-0.754768	0.000120

---

Antenna 109: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.995474	1.995474	-0.177525	-0.526909	-1.019349	0.113388	0.030383	0.647068	0.524321

---

Antenna 109: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.510281	-0.474192	3.510281	-1.076577	-0.053453	-0.532776	-0.388784	-0.363365	-0.451917

---

Antenna 109: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.754762	2.754762	-0.342979	-0.260332	-0.997500	0.025040	-0.685575	-0.282795	-0.685461

---

Antenna 109: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.958032	-0.553457	2.958032	-0.806788	-0.111145	-0.134456	-0.715393	-0.655984	-0.339256

---

Antenna 109: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.865627	-0.516461	0.865627	-0.794427	-0.189696	-0.494971	-0.774700	-0.731198	-0.709057

---

Antenna 109: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.009029	-0.480022	0.009029	-0.837391	-0.895647	-1.180849	-1.270533	-0.974404	-1.009988

---

Antenna 109: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Power	1.658651	0.262947	-0.474689	1.648959	1.658651	0.242405	-0.397497	0.750266	0.740870

---

Antenna 109: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.851157	0.851157	-0.518712	-0.279744	-1.049961	-0.757432	-0.784679	-0.085813	0.245713

---

Antenna 109: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	1.495718	-0.626413	-0.162891	-0.681439	-0.562162	-0.150968	-0.000142	-0.118369	1.495718

---

Antenna 109: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.485644	-0.560933	1.485644	-0.177420	-0.367017	-0.329838	-0.891685	-0.550369	0.168701

---

Antenna 109: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.118626	2.118626	-0.335785	-0.560565	-0.677162	-0.326810	-0.675386	-0.500446	-0.525850

---

Antenna 109: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Power	2.050438	-0.964452	0.828818	2.050438	1.830304	0.898927	-0.298865	0.593740	0.187593

---

Antenna 109: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.065745	0.065745	-0.351424	-0.471058	-0.577883	-0.661937	-0.597757	-0.347947	-0.717998

---

Antenna 109: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.077662	-0.662957	1.077662	-0.323334	0.434627	-0.725508	-0.901751	0.946230	0.693161

---

Antenna 109: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Power	0.126090	-0.434391	-0.632633	0.126090	-0.101008	-0.153913	-0.502380	0.108174	0.067354

---

Antenna 109: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Variability	1.493672	1.089684	0.250136	-0.380345	0.657073	0.958707	1.493672	0.318204	0.136895

---

Antenna 109: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.232505	2.232505	-0.593150	-0.586861	-0.993119	0.255398	-0.068328	0.615897	-0.106017

---

Antenna 109: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.013165	1.013165	-0.925641	-0.782047	-0.955102	-0.148887	-0.798346	0.965581	-0.171289

---

Antenna 109: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.257087	-1.000207	0.257087	-0.799250	-0.723104	-1.012047	-0.674677	-0.694766	-0.456542

---

Antenna 109: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 109: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	2.859993	-0.855362	0.850810	-0.728886	-0.809393	-0.805657	-0.065163	0.263103	2.859993

---

Antenna 109: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.366094	0.366094	-1.043162	-0.665887	-0.790211	-0.695761	-0.827168	-0.259119	-0.467452

---

Antenna 109: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Variability	0.452714	-0.469230	0.175743	-0.655819	-0.096706	-0.389673	0.452714	-0.326514	-0.649544

---

Antenna 109: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 109: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	3.284755	-0.672670	0.511802	-0.648698	-0.233243	0.026475	-0.946433	3.284755	-0.353688

---

Antenna 109: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.586338	-0.866370	0.586338	-0.673545	-0.655628	-1.003828	-1.060442	-0.711857	-0.720809

---

Antenna 109: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.072382	1.072382	-0.981403	-0.523677	-0.836670	-0.045963	-0.379878	0.214315	-0.410744

---

Antenna 109: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.470098	-1.038335	1.470098	-0.854122	-0.760532	-1.078036	-1.087272	-0.289137	-0.821787

---

Antenna 109: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.908096	-1.054648	0.908096	-0.812701	-0.506435	-0.814197	-0.857632	-0.347440	-0.415258

---

Antenna 109: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Shape	0.184062	0.184062	-0.255349	-0.201344	-0.780869	-0.725712	-1.149055	-1.372678	-0.418051

---

Antenna 109: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 109: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.200627	-1.014276	1.200627	-0.943004	-0.426062	-0.997052	-0.804883	-1.021488	-0.576245

---

Antenna 109: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.822608	-0.884003	1.822608	-0.804817	-0.527244	-0.775041	-1.157155	-0.274756	0.616293

---

Antenna 109: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Shape	1.518751	1.518751	1.518751	1.412081	1.412081	0.654293	0.654293	0.137774	0.137774

---

Antenna 109: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.980235	2.980235	-0.338179	-0.114047	-0.883994	-0.403847	-0.122299	1.625001	0.557315

---

Antenna 109: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.524318	1.524318	-0.799377	-0.442144	-0.861557	-0.559199	-0.564336	-0.346460	0.895701

---

Antenna 109: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.394651	1.394651	-0.312607	0.001409	-0.232451	-0.047779	0.485123	0.001094	0.141864

---

Antenna 109: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	0.822241	0.822241	-0.957263	-0.991823	-1.188620	-0.717641	-0.292548	-0.166461	-0.674407

---

Antenna 109: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.646948	1.646948	-0.338039	0.017159	-0.263937	-0.127913	0.566844	1.217533	-0.072553

---

Antenna 109: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.387697	1.387697	-0.574886	-0.017327	-0.502767	-0.247048	0.685628	0.965036	0.434265

---

Antenna 109: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.769692	-1.039987	1.769692	-0.803026	-0.666115	-0.349276	-1.056142	-0.198360	1.158047

---

Antenna 109: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.975945	-0.706526	1.975945	-0.722662	-0.703933	-0.590280	-0.889048	0.012956	-0.535422

---

Antenna 109: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.321322	-1.079169	1.321322	-0.622787	-0.739443	-1.261918	-0.601872	-0.334106	0.966063

---

Antenna 109: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.935140	-0.544048	1.935140	-0.461560	-0.093770	0.211840	-0.273247	-0.143486	-0.027496

---

Antenna 109: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.183796	2.183796	-1.161276	-0.643163	-0.969132	-0.978909	0.600122	-0.511088	-0.402454

---

Antenna 109: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	4.505541	-1.122972	4.505541	-0.972723	-0.089773	-0.580651	-0.448950	0.214732	0.502760

---

Antenna 109: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.603587	-0.801240	1.603587	-1.099732	-0.949607	-1.160603	0.656987	-0.930471	-0.086245

---

Antenna 109: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.479945	0.000069	1.479945	-0.322963	-0.348190	-1.553267	-0.242606	0.611602	0.950073

---

Antenna 109: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	6.382894	0.340672	6.174220	-0.042679	-0.235194	-0.291883	-0.430739	3.865097	6.382894

---

Antenna 109: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	1.329224	0.704016	-0.485046	-0.940207	-1.049940	-0.803789	-1.690500	0.871223	1.329224

---

Antenna 109: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	1.576021	-0.264811	0.449573	-0.281379	-0.205191	-0.419204	0.599366	1.488923	1.576021

---

Antenna 109: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	1.122409	1.122409	-0.101365	-0.790184	-0.733251	-0.855028	-0.367077	-0.011224	-0.238153

---

Antenna 109: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	2.443367	2.353881	-0.141403	-0.716071	-0.869731	-0.558519	-0.176926	0.440871	2.443367

---

Antenna 109: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	3.659530	0.055310	1.150265	-0.316390	-0.113753	0.065909	-0.134967	3.659530	1.164089

---

Antenna 109: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 109: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	2.399272	2.399272	-1.076656	-0.746420	-0.931443	0.093367	0.577863	1.082346	-0.440887

---

Antenna 109: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	4.590724	4.590724	-0.954662	-0.514520	-0.680489	0.573985	-0.003501	3.448789	0.399467

---

Antenna 109: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.118416	-0.261832	3.118416	-0.625047	-0.673261	1.018032	0.134092	0.348641	3.115038

---

Antenna 109: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Variability	0.978839	0.184346	-0.123151	-0.652393	-0.607608	0.978839	-0.969257	-0.919294	-0.564633

---

Antenna 109: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Variability	0.292724	-1.020923	-0.319006	-0.876955	-0.989454	0.292724	-0.037402	-0.576381	-0.294568

---

Antenna 109: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	7.409645	0.014928	-0.737752	-0.939590	-1.052843	0.657928	-0.272689	7.409645	1.200786

---

Antenna 109: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	3.557375	-0.986524	3.401005	-0.928995	-0.595419	0.268549	-0.576382	-0.045669	3.557375

---

Antenna 109: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	3.701085	0.220346	-1.081349	-0.769465	-0.501770	-0.626040	-0.720569	3.701085	3.403040

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Antenna 109: 2459501

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	1.854953	-0.030097	-0.860561	-0.208792	-0.362021	-0.692012	-0.216717	1.129481	1.854953

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Antenna 109: 2459500

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	1.881582	-0.445409	-1.046419	-0.428274	-1.178065	-0.597976	-0.441830	1.783716	1.881582

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Antenna 109: 2459499

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	1.447789	-1.098954	-0.169378	-1.179407	-0.739655	-0.691210	-0.494408	1.447789	0.258492

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Antenna 109: 2459498

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	3.297958	-0.408646	-0.886061	-0.580205	-0.659572	-0.427345	-0.645441	3.297958	0.887645

---

Antenna 109: 2459497

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	2.566490	-1.173234	-0.478301	-0.512796	-0.404077	-0.274043	-0.651082	0.351151	2.566490

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Antenna 109: 2459496

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	-0.510995	-0.510995	-1.524554	-0.673381	-0.675600	-0.921245	-0.687887	-0.742968	-0.576698

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Antenna 109: 2459495

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	nn Temporal Discontinuties	-0.417079	-0.457169	-1.073581	-0.783574	-0.537465	-0.668614	-0.906734	-0.786476	-0.417079

---

Antenna 109: 2459494

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	6.232811	-1.167853	-1.018435	-1.008997	-0.850018	-0.458074	-0.125677	1.780544	6.232811

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Antenna 109: 2459492

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.189678	-1.457799	3.189678	-0.203378	-1.322703	0.896343	-1.114903	-0.584698	0.271081

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Antenna 109: 2459491

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	4.384868	4.384868	-0.910708	-1.207453	-0.420406	-0.669064	0.101114	1.055522	0.117635

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Antenna 109: 2459490

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	3.401068	-1.644256	2.799618	-0.172498	-1.691834	0.496656	-0.463665	0.264870	3.401068

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Antenna 109: 2459489

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Shape	3.276596	3.276596	-1.114739	-1.428620	-0.479601	-0.682402	0.581673	-0.192250	0.023468

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Antenna 109: 2459488

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
109	10	digital_ok	ee Temporal Discontinuties	2.949513	2.203824	-1.089780	-1.095232	-0.406591	-1.114254	0.682849	2.949513	0.810425

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